{"id":"W7058304754","doi":"","title":"Numerical and Analytical Characterization of Transport Properties for Single Phase Flows in Granular Porous Media","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Carbon Management Canada","keywords":"Tortuosity; Porous medium; Permeability (electromagnetism); Porosity; Poromechanics; Relative permeability; Fractal; Multiphase flow","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006458462,0.0002906515,0.000344409,0.0007572096,0.0003890766,0.0008546836,0.0003974773,0.0006408432,0.0004319935],"category_scores_gemma":[0.002821716,0.0001722746,0.0004071851,0.0005827231,0.001040604,0.0008081899,0.0003137286,0.0004288923,0.00008868122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009461237,"about_ca_system_score_gemma":0.0007157892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004180402,"about_ca_topic_score_gemma":0.001647101,"domain_scores_codex":[0.9998177,0.00003445859,0.00001624854,0.0000306712,0.00007340005,0.00002760794],"domain_scores_gemma":[0.998687,0.0008789613,0.0001670689,0.00008336934,0.0001514598,0.00003225816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007592329,0.00006872285,0.00188486,0.0001176573,0.000007866624,0.00008077146,0.0000637277,0.9518068,0.02164523,0.01406792,0.0001249276,0.01005558],"study_design_scores_gemma":[0.000003079266,0.000008334628,0.0002338156,0.000002797678,9.487119e-7,0.000009619354,0.000006997782,0.9964164,0.002379236,0.0008570747,0.00007809199,0.000003477144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6092436,0.0007808683,0.377965,0.0003527035,0.00007521316,0.0001384481,0.0003506131,0.0004435354,0.0106499],"genre_scores_gemma":[0.9766179,0.0002085298,0.02244343,0.00001181536,0.000009425307,0.0000435371,0.0000864954,0.00001540189,0.0005633978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004180402,"threshold_uncertainty_score":0.008312166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157705176188223,"score_gpt":0.232429988024145,"score_spread":0.2108529362622628,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}